Girish Gaikwad Logo

Girish Gaikwad

SDE & Creative Technologist

Desktop Experience Recommended

gg-logoGirish Gaikwad - Portfolio

[ SYS.ARCHIVE_RECORD ] - StudySnap

> AI-powered study assistant that provides students with syllabus-aligned lessons, instant step-by-step explanations, and interactive quizzes tailored to educational boards.

// INDUSTRY_TAG
EdTech / AI
// DEPLOYMENT_YEAR
// SERVICE_PROTOCOLS
AI Web Application
ASSET_VIEWER_ACTIVE
StudySnap hero image
// PROBLEM_STATEMENT

Challenge

Design an AI-powered educational assistant that strictly adheres to school board curriculums (like CBSE and ICSE) rather than generating generic, out-of-scope answers. Key obstacles included:

>Generating highly accurate, syllabus-aligned responses without AI hallucination.

>Creating a dynamic, on-the-fly interactive quiz flow for students.

>Maintaining contextual continuity throughout a continuous study session.

// SYSTEM_ARCHITECTURE

Solution

High level architecture of the application.

The platform relies on a React frontend and a Node.js backend to facilitate complex prompt engineering routines. Instead of simply forwarding user input to an LLM, the backend acts as a strict formatting layer.

  • #

    Board-Specific Prompt Templates: Engineered complex prompt templates injected with CBSE/ICSE curriculum constraints, ensuring the AI only outputs grade-appropriate explanations.

  • #

    Structured JSON Quizzes: Built logic that forces the LLM to return strictly formatted JSON responses, which the frontend parses to generate interactive, visually appealing multiple-choice quizzes on the fly.

Visit website
// DEPLOYED_MODULES

Technologies

React module

React

NodeJS module

NodeJS

LLM APIs module

LLM APIs

TypeScript module

TypeScript

SYS.RELATED_ARCHIVES
SYS.ADJACENT_MODULES

More Applications

TS: February 2026[ ARCHIVE ]

eqrev

A web-based enterprise intelligence platform that aggregates, automates, and analyzes regional brand performance data from multiple quick-commerce platforms.

TS: January 2026[ ARCHIVE ]

Recovery

Integrated cybersecurity and investigation platform designed to streamline incident response, digital evidence gathering, and secure data recovery processes.

main*
Go Live